A descriptive analytics approach to 3 novels by F. Scott Fitzgerald - «This Side of Paradise», «The Beautiful and Damned» and «The Great Gatsby». Includes Vocabulary Comparison, Conversation Frequencies, Word Frequencies, Sentiment Analysis, Topic Modelling and Lexical Despersion Plot. I used Python, relying primarily on the pandas, re and nltk libraries. I used R language only to create Lexical Dispersion Plots. The majority of visualizations were generated using the plotly website.
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The purpose of this gitbook is to conduct text analysis on F. Fitzgerald's novels , as an end-of-course project for the "Digital Text in the Humanities: Theories, Methodologies and Applications" DHDK course held by professor Tiziana Mancinelli.
anitavishinskaite/F.-Scott-Fitzgerald_Digital-Text-Project
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The purpose of this gitbook is to conduct text analysis on F. Fitzgerald's novels , as an end-of-course project for the "Digital Text in the Humanities: Theories, Methodologies and Applications" DHDK course held by professor Tiziana Mancinelli.
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